Library
Chapter 26

MLOps and Governance

Curated summaries of the key literature behind this chapter — the findings, the methods, and how to put them to work.

16 referenced in this chapter

This chapter Library is for Research-to-Production students

R2P students unlock curated summaries of every key paper behind this chapter — the core findings, the methods, and how to apply them — plus resources we keep adding over time.

Supervisory Guidance on Model Risk Management — SR Letter 11-7
Board of Governors of the Federal Reserve System (2011)
The False Promise of Drawdown Rules: New Evidence and a Better Framework
Samir Varma (2025)
Learning from Time-Changing Data with Adaptive Windowing
Albert Bifet and Ricard Gavaldà (2007)
The Deflated Sharpe Ratio: Correcting for Selection Bias, Backtest Overfitting and Non-Normality
David H. Bailey and Marcos Lopez de Prado (2014)
Does Academic Research Destroy Stock Return Predictability?
R. David McLean and Jeffrey Pontiff (2016)
plus 11 more references inside
Explore the R2P course